The Business Understanding course equips students with essential skills to develop AI systems that are not only technically functional but also aligned with real-world market demands and industry challenges. Students learn the importance of conducting thorough market research, identifying key stakeholders, and defining Data Science projects with a clear focus on company-specific Key Performance Indicators (KPIs), while also completing the DAPS (Data-Analytic Problem Structure) diagram before building any AI solution.